{"company":{"id":1873,"name":"Magnet Forensics","domain":"magnetforensics.com","url":"https://alion.io/company/magnet-forensics"},"answer":"Magnet Forensics builds mostly with Python, C#, TypeScript, JavaScript. Its stack also includes AWS, Linux, Pytest, OpenSearch. Python is named in 19 of the 41 job postings Magnet Forensics published in the last 12 months (46%). Counted by Alion from the job postings of Magnet Forensics, updated Sep 28, 2026.","window_days":365,"postings_analysed":41,"open_postings":18,"technologies_in_use":95,"modernity_score":87,"ai_adoption":true,"technologies":[{"name":"Python","layer":"languages","postings":19,"share":0.4634,"required":17,"open_postings":7,"first_seen":"2026-04-16","last_seen":"2026-09-16","median_stated_pay_usd":180000},{"name":"CI/CD","layer":"practices","postings":15,"share":0.3659,"required":11,"open_postings":5,"first_seen":"2026-05-12","last_seen":"2026-09-24","median_stated_pay_usd":130000},{"name":"C#","layer":"languages","postings":13,"share":0.3171,"required":11,"open_postings":6,"first_seen":"2026-04-16","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"AWS","layer":"cloud","postings":13,"share":0.3171,"required":7,"open_postings":5,"first_seen":"2026-05-12","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Linux","layer":"cloud","postings":10,"share":0.2439,"required":6,"open_postings":3,"first_seen":"2026-06-08","last_seen":"2026-09-24","median_stated_pay_usd":130000},{"name":"Claude","layer":"ai","postings":9,"share":0.2195,"required":7,"open_postings":3,"first_seen":"2026-05-12","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"AI Agents","layer":"practices","postings":9,"share":0.2195,"required":6,"open_postings":5,"first_seen":"2026-05-12","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"TypeScript","layer":"languages","postings":8,"share":0.1951,"required":5,"open_postings":5,"first_seen":"2026-07-10","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Kubernetes","layer":"cloud","postings":8,"share":0.1951,"required":2,"open_postings":3,"first_seen":"2026-06-03","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"JavaScript","layer":"languages","postings":7,"share":0.1707,"required":6,"open_postings":3,"first_seen":"2026-04-16","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Copilot","layer":"tools","postings":6,"share":0.1463,"required":5,"open_postings":3,"first_seen":"2026-05-12","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Machine Learning","layer":"practices","postings":6,"share":0.1463,"required":3,"open_postings":4,"first_seen":"2026-05-12","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Docker","layer":"tools","postings":6,"share":0.1463,"required":2,"open_postings":3,"first_seen":"2026-05-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Grafana","layer":"cloud","postings":6,"share":0.1463,"required":1,"open_postings":3,"first_seen":"2026-05-25","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"FinOps","layer":"practices","postings":5,"share":0.122,"required":5,"open_postings":1,"first_seen":"2026-07-15","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Platform Engineering","layer":"practices","postings":5,"share":0.122,"required":5,"open_postings":1,"first_seen":"2026-07-15","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"PowerShell","layer":"languages","postings":5,"share":0.122,"required":5,"open_postings":2,"first_seen":"2026-08-14","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"SQL","layer":"languages","postings":5,"share":0.122,"required":5,"open_postings":3,"first_seen":"2026-08-10","last_seen":"2026-09-16","median_stated_pay_usd":null},{"name":"Azure","layer":"cloud","postings":5,"share":0.122,"required":2,"open_postings":2,"first_seen":"2026-05-12","last_seen":"2026-07-21","median_stated_pay_usd":null},{"name":"Claude Code","layer":"tools","postings":5,"share":0.122,"required":2,"open_postings":2,"first_seen":"2026-07-10","last_seen":"2026-08-27","median_stated_pay_usd":null},{"name":"Pytest","layer":"frameworks","postings":5,"share":0.122,"required":2,"open_postings":1,"first_seen":"2026-07-10","last_seen":"2026-08-05","median_stated_pay_usd":null},{"name":"Jenkins","layer":"tools","postings":5,"share":0.122,"required":0,"open_postings":3,"first_seen":"2026-07-10","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"C++","layer":"languages","postings":4,"share":0.0976,"required":4,"open_postings":1,"first_seen":"2026-04-16","last_seen":"2026-08-05","median_stated_pay_usd":null},{"name":"Agentic Workflows","layer":"practices","postings":4,"share":0.0976,"required":3,"open_postings":4,"first_seen":"2026-05-12","last_seen":"2026-09-24","median_stated_pay_usd":null},{"name":"Cursor","layer":"tools","postings":4,"share":0.0976,"required":2,"open_postings":1,"first_seen":"2026-07-10","last_seen":"2026-08-27","median_stated_pay_usd":null},{"name":"Git","layer":"tools","postings":4,"share":0.0976,"required":2,"open_postings":3,"first_seen":"2026-05-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Human-in-the-Loop","layer":"practices","postings":3,"share":0.0732,"required":3,"open_postings":1,"first_seen":"2026-06-23","last_seen":"2026-08-27","median_stated_pay_usd":null},{"name":"Incident Management","layer":"practices","postings":3,"share":0.0732,"required":3,"open_postings":1,"first_seen":"2026-07-15","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"DNS","layer":"practices","postings":3,"share":0.0732,"required":2,"open_postings":1,"first_seen":"2026-07-28","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"OpenSearch","layer":"data","postings":3,"share":0.0732,"required":2,"open_postings":1,"first_seen":"2026-05-25","last_seen":"2026-07-21","median_stated_pay_usd":null},{"name":"Terraform","layer":"tools","postings":3,"share":0.0732,"required":2,"open_postings":1,"first_seen":"2026-05-25","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":".NET","layer":"cloud","postings":3,"share":0.0732,"required":1,"open_postings":2,"first_seen":"2026-07-10","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Java","layer":"languages","postings":3,"share":0.0732,"required":1,"open_postings":1,"first_seen":"2026-05-25","last_seen":"2026-07-22","median_stated_pay_usd":null},{"name":"LLM","layer":"ai","postings":3,"share":0.0732,"required":1,"open_postings":3,"first_seen":"2026-05-12","last_seen":"2026-06-23","median_stated_pay_usd":null},{"name":"Objective-C","layer":"languages","postings":3,"share":0.0732,"required":1,"open_postings":1,"first_seen":"2026-06-16","last_seen":"2026-07-22","median_stated_pay_usd":null},{"name":"GitLab","layer":"cloud","postings":3,"share":0.0732,"required":0,"open_postings":2,"first_seen":"2026-07-10","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"GraphQL","layer":"tools","postings":3,"share":0.0732,"required":0,"open_postings":2,"first_seen":"2026-07-10","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Amazon EC2","layer":"cloud","postings":2,"share":0.0488,"required":2,"open_postings":0,"first_seen":"2026-07-16","last_seen":"2026-07-21","median_stated_pay_usd":null},{"name":"Microsoft Defender for Cloud","layer":"cloud","postings":2,"share":0.0488,"required":2,"open_postings":1,"first_seen":"2026-07-13","last_seen":"2026-07-14","median_stated_pay_usd":null},{"name":"Microsoft Excel","layer":"tools","postings":2,"share":0.0488,"required":2,"open_postings":1,"first_seen":"2026-04-30","last_seen":"2026-09-17","median_stated_pay_usd":null},{"name":"TCP/IP","layer":"practices","postings":2,"share":0.0488,"required":2,"open_postings":0,"first_seen":"2026-07-28","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"CloudFormation","layer":"tools","postings":2,"share":0.0488,"required":1,"open_postings":1,"first_seen":"2026-05-25","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"DHCP","layer":"practices","postings":2,"share":0.0488,"required":1,"open_postings":1,"first_seen":"2026-07-28","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"DLP","layer":"cloud","postings":2,"share":0.0488,"required":1,"open_postings":1,"first_seen":"2026-07-13","last_seen":"2026-07-14","median_stated_pay_usd":null},{"name":"Prompt Engineering","layer":"practices","postings":2,"share":0.0488,"required":1,"open_postings":2,"first_seen":"2026-06-23","last_seen":"2026-06-24","median_stated_pay_usd":null},{"name":"RAG","layer":"practices","postings":2,"share":0.0488,"required":1,"open_postings":2,"first_seen":"2026-05-12","last_seen":"2026-06-23","median_stated_pay_usd":null},{"name":"Android SDK","layer":"cloud","postings":2,"share":0.0488,"required":0,"open_postings":0,"first_seen":"2026-07-21","last_seen":"2026-07-22","median_stated_pay_usd":null},{"name":"Appium","layer":"frameworks","postings":2,"share":0.0488,"required":0,"open_postings":0,"first_seen":"2026-07-21","last_seen":"2026-07-22","median_stated_pay_usd":null},{"name":"Azure DevOps","layer":"cloud","postings":2,"share":0.0488,"required":0,"open_postings":1,"first_seen":"2026-07-10","last_seen":"2026-07-16","median_stated_pay_usd":null},{"name":"ElasticSearch","layer":"data","postings":2,"share":0.0488,"required":0,"open_postings":1,"first_seen":"2026-07-10","last_seen":"2026-07-16","median_stated_pay_usd":null},{"name":"Jest","layer":"frameworks","postings":2,"share":0.0488,"required":0,"open_postings":1,"first_seen":"2026-07-10","last_seen":"2026-07-16","median_stated_pay_usd":null},{"name":"OpenTelemetry","layer":"frameworks","postings":2,"share":0.0488,"required":0,"open_postings":1,"first_seen":"2026-07-10","last_seen":"2026-07-16","median_stated_pay_usd":null},{"name":"PostgreSQL","layer":"data","postings":2,"share":0.0488,"required":0,"open_postings":1,"first_seen":"2026-07-10","last_seen":"2026-07-16","median_stated_pay_usd":null},{"name":"Prometheus","layer":"tools","postings":2,"share":0.0488,"required":0,"open_postings":1,"first_seen":"2026-07-10","last_seen":"2026-07-16","median_stated_pay_usd":null},{"name":"Redis","layer":"data","postings":2,"share":0.0488,"required":0,"open_postings":1,"first_seen":"2026-07-10","last_seen":"2026-07-16","median_stated_pay_usd":null},{"name":"A/B Testing","layer":"practices","postings":1,"share":0.0244,"required":1,"open_postings":1,"first_seen":"2026-06-23","last_seen":"2026-06-23","median_stated_pay_usd":null},{"name":"AWS CDK","layer":"tools","postings":1,"share":0.0244,"required":1,"open_postings":0,"first_seen":"2026-08-14","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"Active Directory","layer":"cloud","postings":1,"share":0.0244,"required":1,"open_postings":0,"first_seen":"2026-07-28","last_seen":"2026-07-28","median_stated_pay_usd":null},{"name":"Amazon EKS","layer":"cloud","postings":1,"share":0.0244,"required":1,"open_postings":0,"first_seen":"2026-06-03","last_seen":"2026-06-03","median_stated_pay_usd":null},{"name":"ArgoCD","layer":"tools","postings":1,"share":0.0244,"required":1,"open_postings":0,"first_seen":"2026-06-03","last_seen":"2026-06-03","median_stated_pay_usd":null},{"name":"C","layer":"languages","postings":1,"share":0.0244,"required":1,"open_postings":0,"first_seen":"2026-08-05","last_seen":"2026-08-05","median_stated_pay_usd":null},{"name":"ChatGPT","layer":"ai","postings":1,"share":0.0244,"required":1,"open_postings":0,"first_seen":"2026-07-14","last_seen":"2026-07-14","median_stated_pay_usd":null},{"name":"GitOps","layer":"practices","postings":1,"share":0.0244,"required":1,"open_postings":0,"first_seen":"2026-06-03","last_seen":"2026-06-03","median_stated_pay_usd":null},{"name":"Haystack","layer":"frameworks","postings":1,"share":0.0244,"required":1,"open_postings":1,"first_seen":"2026-05-12","last_seen":"2026-05-12","median_stated_pay_usd":null},{"name":"Helm","layer":"tools","postings":1,"share":0.0244,"required":1,"open_postings":0,"first_seen":"2026-06-03","last_seen":"2026-06-03","median_stated_pay_usd":null},{"name":"LLM Evaluation","layer":"practices","postings":1,"share":0.0244,"required":1,"open_postings":1,"first_seen":"2026-05-12","last_seen":"2026-05-12","median_stated_pay_usd":null},{"name":"Microsoft Defender","layer":"cloud","postings":1,"share":0.0244,"required":1,"open_postings":1,"first_seen":"2026-07-13","last_seen":"2026-07-13","median_stated_pay_usd":null},{"name":"Microsoft Entra ID","layer":"cloud","postings":1,"share":0.0244,"required":1,"open_postings":1,"first_seen":"2026-07-13","last_seen":"2026-07-13","median_stated_pay_usd":null},{"name":"Microsoft Sentinel","layer":"cloud","postings":1,"share":0.0244,"required":1,"open_postings":1,"first_seen":"2026-07-13","last_seen":"2026-07-13","median_stated_pay_usd":null},{"name":"PyTorch","layer":"frameworks","postings":1,"share":0.0244,"required":1,"open_postings":1,"first_seen":"2026-05-12","last_seen":"2026-05-12","median_stated_pay_usd":null},{"name":"SIEM","layer":"cloud","postings":1,"share":0.0244,"required":1,"open_postings":1,"first_seen":"2026-07-13","last_seen":"2026-07-13","median_stated_pay_usd":null},{"name":"Snowflake","layer":"data","postings":1,"share":0.0244,"required":1,"open_postings":1,"first_seen":"2026-08-10","last_seen":"2026-08-10","median_stated_pay_usd":null},{"name":"VPN","layer":"practices","postings":1,"share":0.0244,"required":1,"open_postings":0,"first_seen":"2026-08-14","last_seen":"2026-08-14","median_stated_pay_usd":null},{"name":"Windows","layer":"cloud","postings":1,"share":0.0244,"required":1,"open_postings":0,"first_seen":"2026-07-28","last_seen":"2026-07-28","median_stated_pay_usd":null},{"name":"Zscaler","layer":"cloud","postings":1,"share":0.0244,"required":1,"open_postings":1,"first_seen":"2026-07-13","last_seen":"2026-07-13","median_stated_pay_usd":null},{"name":"Amazon CloudWatch","layer":"cloud","postings":1,"share":0.0244,"required":0,"open_postings":1,"first_seen":"2026-05-25","last_seen":"2026-05-25","median_stated_pay_usd":null},{"name":"Amazon S3","layer":"cloud","postings":1,"share":0.0244,"required":0,"open_postings":1,"first_seen":"2026-05-25","last_seen":"2026-05-25","median_stated_pay_usd":null},{"name":"Assembly","layer":"languages","postings":1,"share":0.0244,"required":0,"open_postings":1,"first_seen":"2026-06-16","last_seen":"2026-06-16","median_stated_pay_usd":null},{"name":"Bash","layer":"languages","postings":1,"share":0.0244,"required":0,"open_postings":1,"first_seen":"2026-08-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Binary Ninja","layer":"tools","postings":1,"share":0.0244,"required":0,"open_postings":1,"first_seen":"2026-06-16","last_seen":"2026-06-16","median_stated_pay_usd":null},{"name":"CMake","layer":"tools","postings":1,"share":0.0244,"required":0,"open_postings":0,"first_seen":"2026-08-05","last_seen":"2026-08-05","median_stated_pay_usd":null},{"name":"Computer Vision","layer":"practices","postings":1,"share":0.0244,"required":0,"open_postings":1,"first_seen":"2026-05-12","last_seen":"2026-05-12","median_stated_pay_usd":null},{"name":"Datadog","layer":"cloud","postings":1,"share":0.0244,"required":0,"open_postings":1,"first_seen":"2026-05-25","last_seen":"2026-05-25","median_stated_pay_usd":null},{"name":"DynamoDB","layer":"data","postings":1,"share":0.0244,"required":0,"open_postings":1,"first_seen":"2026-05-25","last_seen":"2026-05-25","median_stated_pay_usd":null},{"name":"FastAPI","layer":"frameworks","postings":1,"share":0.0244,"required":0,"open_postings":1,"first_seen":"2026-08-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Flask","layer":"frameworks","postings":1,"share":0.0244,"required":0,"open_postings":1,"first_seen":"2026-08-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"GCC","layer":"tools","postings":1,"share":0.0244,"required":0,"open_postings":0,"first_seen":"2026-08-05","last_seen":"2026-08-05","median_stated_pay_usd":null},{"name":"Ghidra","layer":"tools","postings":1,"share":0.0244,"required":0,"open_postings":1,"first_seen":"2026-06-16","last_seen":"2026-06-16","median_stated_pay_usd":null},{"name":"GitHub","layer":"cloud","postings":1,"share":0.0244,"required":0,"open_postings":1,"first_seen":"2026-08-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"IDA Pro","layer":"tools","postings":1,"share":0.0244,"required":0,"open_postings":1,"first_seen":"2026-06-16","last_seen":"2026-06-16","median_stated_pay_usd":null},{"name":"LLM Guardrails","layer":"practices","postings":1,"share":0.0244,"required":0,"open_postings":1,"first_seen":"2026-06-23","last_seen":"2026-06-23","median_stated_pay_usd":null},{"name":"NLP","layer":"practices","postings":1,"share":0.0244,"required":0,"open_postings":1,"first_seen":"2026-05-12","last_seen":"2026-05-12","median_stated_pay_usd":null},{"name":"Pact","layer":"frameworks","postings":1,"share":0.0244,"required":0,"open_postings":1,"first_seen":"2026-05-25","last_seen":"2026-05-25","median_stated_pay_usd":null},{"name":"React.js","layer":"frameworks","postings":1,"share":0.0244,"required":0,"open_postings":1,"first_seen":"2026-08-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Rest API","layer":"tools","postings":1,"share":0.0244,"required":0,"open_postings":1,"first_seen":"2026-07-10","last_seen":"2026-07-10","median_stated_pay_usd":null}],"own_products":["Magnet AXIOM"],"changes":{"first_appeared":[{"name":"PowerShell","first_seen":"2026-08-14"},{"name":"SQL","first_seen":"2026-08-10"},{"name":"DNS","first_seen":"2026-07-28"},{"name":"TCP/IP","first_seen":"2026-07-28"},{"name":"DHCP","first_seen":"2026-07-28"},{"name":"Android SDK","first_seen":"2026-07-21"},{"name":"Appium","first_seen":"2026-07-21"},{"name":"Amazon EC2","first_seen":"2026-07-16"}],"rising":[{"name":"TypeScript","share_from":0,"share_to":29},{"name":"Linux","share_from":8,"share_to":32},{"name":"FinOps","share_from":0,"share_to":18},{"name":"Platform Engineering","share_from":0,"share_to":18},{"name":"PowerShell","share_from":0,"share_to":18},{"name":"SQL","share_from":0,"share_to":18},{"name":"Claude Code","share_from":0,"share_to":18},{"name":"Pytest","share_from":0,"share_to":18}],"falling":[{"name":"LLM","share_from":23,"share_to":0},{"name":"C++","share_from":23,"share_to":4},{"name":"AI Agents","share_from":31,"share_to":18}],"not_seen_180d":[]},"similar_stacks":[{"name":"Xtremax","url":"https://alion.io/company/xtremax-pte-ltd/technologies","shared_technologies":74},{"name":"Check Point Software Technologies","url":"https://alion.io/company/check-point-software-technologies/technologies","shared_technologies":78},{"name":"Kaseya","url":"https://alion.io/company/kaseya/technologies","shared_technologies":73},{"name":"Extreme Networks","url":"https://alion.io/company/extreme-networks/technologies","shared_technologies":74},{"name":"Exadel","url":"https://alion.io/company/exadel-3/technologies","shared_technologies":71},{"name":"SentinelOne","url":"https://alion.io/company/sentinelone/technologies","shared_technologies":73},{"name":"Proofpoint","url":"https://alion.io/company/proofpoint/technologies","shared_technologies":75},{"name":"Omnissa","url":"https://alion.io/company/omnissa/technologies","shared_technologies":70}],"html_url":"https://alion.io/company/magnet-forensics/technologies","json_url":"https://alion.io/company/magnet-forensics/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-09-28T20:35:42Z","generated_at":"2026-09-29T01:24:02Z"}}